Builder & operator. I ship products, test markets, kill weak ideas fast, and double down on what compounds.
CipherTalk / 密语 — WeChat chat-archive product · Electron · TypeScript · 1.7k+ ★
| Merged PR | What it fixed |
|---|---|
| #329 | Native security upgrade — sherpa-onnx-node 1.13.4, fixes heap-buffer-overflow in TopkIndex (k2-fsa/sherpa-onnx#3628) |
| #328 | Constant-time password comparison — mitigates timing side-channel on the password lock |
| #324 | Official-account chats rendered blank — widened message-library scan to cover biz-message databases |
| #322 | Cross-drive skill import failed on filesystem boundaries (EXDEV) — added copy-based fallback |
| #284 | Agent streaming UX — thought-chain collapse timing & message sizing, ⌘ opens settings |
| #263 | Unified agent composer icon-button sizing & alignment |
| #253 | Split STT cache per profile — re-cloning no longer re-transcribes old voice messages (was burning ASR quota) |
| #250 | Connection test now validates OpenRouter API keys — fails fast instead of exploding at first chat |
In review: hermes-agent #79337 jailbreak-refusal detection hardening
| Project | What it is |
|---|---|
| Imagio | Desktop pipeline: image → OCR → prompt refinement → generation. Productized M.Eng. research — an inspectable multi-step AI workflow, not a demo notebook |
| ScribeStudio | Media → transcript / captions / timeline. Shaped like a creator-ops workflow tool |
| ElmoChatProxy | OpenAI-compatible proxy layer — glue so any model plugs into existing tools |
Scalable business models, not time-for-money work. Asymmetric bets — small downside to try, large upside if right — against demand that already exists. Leverage over headcount: software, compute, distribution, capital.